意大利威尼托地区老年人呼吸道合胞病毒住院负担的估计:一项模型研究

IF 5.3 3区 医学 Q1 INFECTIOUS DISEASES
Claudia Cozzolino, Andrea Cozza, Laura Salmaso, Mario Saia, Davide Gentili, Michele Tonon, Francesca Russo, Silvia Cocchio, Vincenzo Baldo
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引用次数: 0

摘要

老年人呼吸道合胞病毒(RSV)可引起各种各样的症状,从轻微表现到住院治疗,有时还会出现不良后果。然而,由于非特异性症状、缺乏标准化诊断标准、实验室确认有限以及管理数据集中归因不足,其真正的流行病学负担被低估了。方法:我们对意大利威尼托地区2018年至2024年的出院数据进行了时间序列分析。使用国际疾病分类代码确定呼吸道感染(RI)和rsv相关住院情况。采用广义加性混合模型(GAMM),结合来自RespiVirNet监测系统的循环病原体数据,对每周RI入院情况进行分析。季节模式和年龄分层风险使用平滑项建模。结果:在年龄≥65岁的个体中,RSV估计占RI住院的3.0%至4.6%。在65-74岁、75-84岁和≥85岁年龄组中,RSV的年龄特异性住院率分别为26.8、109.4和317.4 / 100000人年。显式RSV编码低估了真实的负担,低估幅度高达7.6倍。发病率和漏报率在COVID-19急性后季节最高。结论:在管理数据中,与rsv相关的老年人住院率被严重低估。需要改进监测和前瞻性临床研究来验证模型估计和评估诊断测试的性能。在缺乏直接数据的情况下,统计模型是估计未确诊人群(如老年人)RSV住院负担的有效方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Estimation of the Respiratory Syncytial Virus Hospitalization Burden in Older Adults in the Veneto Region, Italy: A Modeling Study.

Introduction: Respiratory syncytial virus (RSV) in older adults can cause a variable spectrum of symptoms, ranging from mild manifestations to hospitalization and sometimes adverse outcomes. However, its true epidemiological burden is underestimated due to non-specific symptoms, lack of standardized diagnostic criteria, limited lab confirmation, and inadequate attribution in administrative datasets.

Methods: We conducted a time-series analysis using hospital discharge data from the Veneto Region, Italy, between 2018 and 2024. Respiratory infections (RI) and RSV-related hospitalizations were identified using International Classification of Diseases codes. A generalized additive mixed model (GAMM) was applied to weekly RI admissions, incorporating circulating pathogen data from the RespiVirNet surveillance system. Seasonal patterns and age-stratified risk were modeled using smoothing terms.

Results: Among individuals aged ≥ 65 years, RSV accounted for an estimated 3.0% to 4.6% of RI hospitalizations. Age-specific hospitalization rates attributable to RSV were 26.8, 109.4, and 317.4 per 100,000 person-years in the 65-74, 75-84, and ≥ 85 age groups, respectively. Explicit RSV coding underestimated the true burden by a factor of up to 7.6. Incidence rates and underreporting were highest in post-acute COVID-19 seasons.

Conclusions: RSV-related hospitalizations in older adults are substantially underreported in administrative data. Improved surveillance and prospective clinical studies are needed to validate model estimates and assess diagnostic test performance. Statistical modeling represents a valid approach to estimate the burden of RSV hospitalizations in underdiagnosed populations, such as the elderly, when direct data are lacking.

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来源期刊
Infectious Diseases and Therapy
Infectious Diseases and Therapy Medicine-Microbiology (medical)
CiteScore
8.60
自引率
1.90%
发文量
136
审稿时长
6 weeks
期刊介绍: Infectious Diseases and Therapy is an international, open access, peer-reviewed, rapid publication journal dedicated to the publication of high-quality clinical (all phases), observational, real-world, and health outcomes research around the discovery, development, and use of infectious disease therapies and interventions, including vaccines and devices. Studies relating to diagnostic products and diagnosis, pharmacoeconomics, public health, epidemiology, quality of life, and patient care, management, and education are also encouraged. Areas of focus include, but are not limited to, bacterial and fungal infections, viral infections (including HIV/AIDS and hepatitis), parasitological diseases, tuberculosis and other mycobacterial diseases, vaccinations and other interventions, and drug-resistance, chronic infections, epidemiology and tropical, emergent, pediatric, dermal and sexually-transmitted diseases.
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